ray-project/ray
Ray is a unified framework for scaling AI and Python applications with distributed computing and ML libraries.
Python
AI & Machine Learning
ML Ops
Apache-2.0
41.6K
Stars
7.3K
Forks
Oct 25, 2016
Created
Mar 5, 2026
Last Updated
Project Analytics
Stars Growth (1 Month)
+439
+1.1% change
Avg Daily Growth (1 Month)
+15.7
stars per day
Fork/Star Ratio (All Time)
17.5%
Good engagement
Lifetime Growth
12.2
stars/day over 3.4K days
Stars Over Time
Forks Over Time
Open Issues Over Time
Pull Requests Over Time
Commits Over Time
Topics
AI-Generated Tags
distributed-computing
ml-ops
ai-framework
python
ray-core
hyperparameter-tuning
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